Xuggle 5.4 may not be necessary, but I think lwjgl 2.8.3 is a must

[gid15]

But its display card is ati radeon hd 2600 pro, and you know ati(amd) doesn't publish drivers for mac and even apple itself releases drivers next to never
So when I get black screen --almost all games except cube sample-- I can't figure out whether it is the openGL problem or the driver problem

You could try the software rendering in the Jpcsp video options. It is quite slow, but you should be able to see something...